Fig. 8
From: Computer vision and machine learning enabled soybean root phenotyping pipeline
Proposed root phenotyping pipeline. a Root phenotyping platform. a Image stage fabricated from aluminum, softbox lights, Canon T5i, laptop computer and, LCD monitor to evaluate images quality and image database. b Software scans and renames image automatically using barcode. c CNN framework identifies and segments root from background. d ARIA 2.0 extracts RSA traits from root images. e Data analytics (genomic selection, GWAS) are performed